Team workflows
- 6 min read
Onboarding a new hire when the AI already knows the company
What a new hire's first two weeks look like when the team's AI tools already know the company, and which parts of onboarding still happen human to human.
- 5 min read
Two teammates asked AI the same question, got different answers
Two teammates asked AI the same question and shipped incompatible answers to a client. Why AI gives inconsistent answers across a team, and what stops it.
- 3 min read
The real cost of re-briefing AI: the math for a 15 person team
Pasting context into AI chats feels free because it comes in 90 second pieces. Added up for a 15 person team, it isn't. The math, with every assumption shown.
- 3 min read
The master prompt document: why it stops scaling at three people
The shared context document is every team's first real AI system, and it works. Then the team grows. A short history of one document, version 1 through 7.
- 3 min read
Why your team's AI output all sounds slightly different
Four AI drafts from one team, sounding like four different companies. Where the drift comes from, why it compounds in client-facing work, and what stops it.
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